Hair Particle growing near a mesh
So after looking for hours at the forums, I found a solution, just add more parents to the bald spots (well, they are not bald, but for some reason the hair grows inside of the mesh). It doesn't fixes the growing inside problem but, well, there are no balds spots now.
I used the Add tool in the particle edit mode.